Patients' Preferences for Systemic Lupus Erythematosus Treatments-A Discrete Choice Experiment.

IF 3.4 3区 医学 Q1 HEALTH CARE SCIENCES & SERVICES
Hannah Collacott, Andrea Phillips-Beyer, Nicolas Krucien, Bruno Flamion, Kevin Marsh
{"title":"Patients' Preferences for Systemic Lupus Erythematosus Treatments-A Discrete Choice Experiment.","authors":"Hannah Collacott, Andrea Phillips-Beyer, Nicolas Krucien, Bruno Flamion, Kevin Marsh","doi":"10.1007/s40271-023-00670-7","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Symptoms of systemic lupus erythematosus (SLE) vary between patients, but those of increased disease activity typically include musculoskeletal and mucocutaneous manifestations such as joint pain, swelling, and rashes. Several treatment options are available to patients with SLE with variable efficacy. Many treatments, especially corticosteroids, cause unwanted side effects, although little is currently known about patients' preferences for treatments of SLE.</p><p><strong>Objective: </strong>We aimed to identify which attributes of SLE treatment are valued by patients and to quantify their relative importance.</p><p><strong>Methods: </strong>Adult participants with moderate-to-severe SLE were asked to make a series of choices between two hypothetical treatments in an online discrete choice experiment (DCE). A latent class model (LCL) was estimated to analyze choice data. Relative attribute importance (RAI) was calculated to determine the importance of each attribute to participants.</p><p><strong>Results: </strong>A total of 342 participants from the USA completed the survey. A three-class LCL model was found to have the best fit. Class 1 (non-attenders) had non-significant preferences across all attributes. To achieve a better fit, a constrained LCL (cLCL) model was run with the two remaining classes. The most important attributes for participants in class 2 (benefit-seekers) were joint pain (RAI = 32.0%), non-joint pain (RAI = 21.8%), fatigue (RAI = 20.1%), and skin rashes and itching (RAI = 19.1%). The most important attributes for participants in class 3 (risk-avoiders) were risk of non-severe side effects from corticosteroids (RAI = 28.4%), risk of severe side effects from corticosteroids (RAI = 21.4%), and the risk of infections (RAI = 19.2%). Risk-avoiders were more likely to have been diagnosed with SLE for a longer period (>1 year) and were more likely to have experience with oral corticosteroids.</p><p><strong>Conclusions: </strong>SLE patients fall into two groups with distinct preferences: benefit-seekers, who prioritize reducing the impact of disease symptoms, and risk-avoiders, who prioritize avoiding treatment risks. The implication of this finding will depend on the reasons for these differences, which warrant further research. Our study suggests that these differences arise due to the impact of disease and treatment experience on preferences. If so, well-informed patients may not be willing to tolerate the risks associated with oral corticosteroids in exchange for their benefits.</p>","PeriodicalId":51271,"journal":{"name":"Patient-Patient Centered Outcomes Research","volume":null,"pages":null},"PeriodicalIF":3.4000,"publicationDate":"2024-05-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Patient-Patient Centered Outcomes Research","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1007/s40271-023-00670-7","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"2024/1/25 0:00:00","PubModel":"Epub","JCR":"Q1","JCRName":"HEALTH CARE SCIENCES & SERVICES","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Symptoms of systemic lupus erythematosus (SLE) vary between patients, but those of increased disease activity typically include musculoskeletal and mucocutaneous manifestations such as joint pain, swelling, and rashes. Several treatment options are available to patients with SLE with variable efficacy. Many treatments, especially corticosteroids, cause unwanted side effects, although little is currently known about patients' preferences for treatments of SLE.

Objective: We aimed to identify which attributes of SLE treatment are valued by patients and to quantify their relative importance.

Methods: Adult participants with moderate-to-severe SLE were asked to make a series of choices between two hypothetical treatments in an online discrete choice experiment (DCE). A latent class model (LCL) was estimated to analyze choice data. Relative attribute importance (RAI) was calculated to determine the importance of each attribute to participants.

Results: A total of 342 participants from the USA completed the survey. A three-class LCL model was found to have the best fit. Class 1 (non-attenders) had non-significant preferences across all attributes. To achieve a better fit, a constrained LCL (cLCL) model was run with the two remaining classes. The most important attributes for participants in class 2 (benefit-seekers) were joint pain (RAI = 32.0%), non-joint pain (RAI = 21.8%), fatigue (RAI = 20.1%), and skin rashes and itching (RAI = 19.1%). The most important attributes for participants in class 3 (risk-avoiders) were risk of non-severe side effects from corticosteroids (RAI = 28.4%), risk of severe side effects from corticosteroids (RAI = 21.4%), and the risk of infections (RAI = 19.2%). Risk-avoiders were more likely to have been diagnosed with SLE for a longer period (>1 year) and were more likely to have experience with oral corticosteroids.

Conclusions: SLE patients fall into two groups with distinct preferences: benefit-seekers, who prioritize reducing the impact of disease symptoms, and risk-avoiders, who prioritize avoiding treatment risks. The implication of this finding will depend on the reasons for these differences, which warrant further research. Our study suggests that these differences arise due to the impact of disease and treatment experience on preferences. If so, well-informed patients may not be willing to tolerate the risks associated with oral corticosteroids in exchange for their benefits.

Abstract Image

患者对系统性红斑狼疮治疗方法的偏好--离散选择实验。
背景:系统性红斑狼疮(SLE)的症状因人而异,但疾病活动加剧的症状通常包括肌肉骨骼和粘膜表现,如关节疼痛、肿胀和皮疹。系统性红斑狼疮患者可以选择多种治疗方法,但疗效不一。许多治疗方法,尤其是皮质类固醇激素,会产生不必要的副作用,但目前对患者对系统性红斑狼疮治疗方法的偏好知之甚少:我们旨在确定患者重视系统性红斑狼疮治疗的哪些特性,并量化这些特性的相对重要性:我们要求患有中度至重度系统性红斑狼疮的成年参与者在一个在线离散选择实验(DCE)中对两种假设治疗方法做出一系列选择。通过估计潜类模型(LCL)来分析选择数据。通过计算相对属性重要性(RAI)来确定每个属性对参与者的重要性:共有 342 名来自美国的参与者完成了调查。三类 LCL 模型的拟合效果最佳。第一类(非参与者)对所有属性的偏好都不显著。为了达到更好的拟合效果,对其余两类参与者采用了约束 LCL(cLCL)模型。对第二类参与者(受益寻求者)而言,最重要的属性是关节疼痛(RAI = 32.0%)、非关节疼痛(RAI = 21.8%)、疲劳(RAI = 20.1%)以及皮疹和瘙痒(RAI = 19.1%)。对于 3 级参与者(风险规避者)来说,最重要的属性是皮质类固醇非严重副作用风险(RAI = 28.4%)、皮质类固醇严重副作用风险(RAI = 21.4%)和感染风险(RAI = 19.2%)。风险规避者被诊断为系统性红斑狼疮的时间更长(>1年),更有可能有口服皮质类固醇的经验:结论:系统性红斑狼疮患者可分为两类,他们有不同的偏好:寻求获益者和规避风险者,前者优先考虑减少疾病症状的影响,后者优先考虑规避治疗风险。这一发现的意义将取决于造成这些差异的原因,这需要进一步研究。我们的研究表明,这些差异的产生是由于疾病和治疗经验对偏好的影响。如果是这样,消息灵通的患者可能不愿意忍受口服皮质类固醇的相关风险,以换取其益处。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Patient-Patient Centered Outcomes Research
Patient-Patient Centered Outcomes Research HEALTH CARE SCIENCES & SERVICES-
CiteScore
6.60
自引率
8.30%
发文量
44
审稿时长
>12 weeks
期刊介绍: The Patient provides a venue for scientifically rigorous, timely, and relevant research to promote the development, evaluation and implementation of therapies, technologies, and innovations that will enhance the patient experience. It is an international forum for research that advances and/or applies qualitative or quantitative methods to promote the generation, synthesis, or interpretation of evidence. The journal has specific interest in receiving original research, reviews and commentaries related to qualitative and mixed methods research, stated-preference methods, patient reported outcomes, and shared decision making. Advances in regulatory science, patient-focused drug development, patient-centered benefit-risk and health technology assessment will also be considered. Additional digital features (including animated abstracts, video abstracts, slide decks, audio slides, instructional videos, infographics, podcasts and animations) can be published with articles; these are designed to increase the visibility, readership and educational value of the journal’s content. In addition, articles published in The Patient may be accompanied by plain language summaries to assist readers who have some knowledge of, but not in-depth expertise in, the area to understand important medical advances. All manuscripts are subject to peer review by international experts.
文献相关原料
公司名称 产品信息 采购帮参考价格
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信